Agent Context Isolation
Guides orchestration of Claude Code subagents (Task tool) to keep their output out of the main conte
by parcadei · MIT
The skill
Guides orchestration of Claude Code subagents (Task tool) to keep their output out of the main context window, using run_in_background=true agents that write results to files under .claude/cache/agents/, polling for output files and progress reminders, avoiding TaskOutput transcript dumps, and verifying work with bun test. Use when launching multiple agents, running background Task agents, or when TaskOutput or large agent transcripts would flood the context.
Agent Context Isolation
Prevent agent output from polluting the main context window.
Rules
1. Use Background Agents with File-Based Coordination
# RIGHT - background agent writes to file, main reads file
Task(subagent_type="...", run_in_background=true, prompt="... Output to: /path/to/file.md")
# WRONG - foreground agent dumps full transcript into main context
Task(subagent_type="...", run_in_background=false)
Background agents with run_in_background=true isolate their context. Have them write results to files in .claude/cache/agents/<agent-type>/.
2. Never Use TaskOutput to Retrieve Results
# WRONG - dumps entire transcript (70k+ tokens) into context
TaskOutput(task_id="<id>")
TaskOutput(task_id="<id>", block=true)
# RIGHT - check expected output files
Bash("ls -la .claude/cache/agents/<agent-type>/")
Bash("bun test") # verify with tests
TaskOutput returns the full agent transcript. Always use file-based coordination instead.
3. Monitor Agent Progress via System Reminders
# System reminders come automatically:
# "Agent a42a16e progress: 6 new tools used, 88914 new tokens"
# To detect completion:
# - Watch for progress reminders to stop arriving
# - Poll for expected output files: find .claude/cache/agents -name "*.md" -mmin -5
# - Check task output file size growth: wc -c /tmp/claude/.../tasks/<id>.output
Stuck agent detection:
- Progress reminders stop arriving
- Task output file size stops growing
- Expected output file not created after reasonable time
4. Verify with Tests, Not Output
After agent work:
- Run the test suite directly:
bun test - Report pass/fail counts
- Only investigate failures if tests fail
5. File-Based Agent Pipeline Pattern
Research agent → .claude/cache/agents/oracle/output.md
↓
Plan agent → .claude/cache/agents/plan-agent/output.md (reads research)
↓
Validate agent → .claude/cache/agents/validate-agent/output.md (reads plan)
↓
Implement agent → src/module.ts (reads validated plan)
Each agent reads the previous agent's file output, not TaskOutput.
Why This Matters
Agent context isolation preserves the main conversation's context budget. Reading agent outputs via TaskOutput floods context, causing:
- Mid-conversation compaction
- Lost context about user's original request
- Repeated explanations needed
Source
- Session where TaskOutput flooded 70k+ tokens into main context
- Session 2026-01-01: Successfully used background agents with file-based coordination for SDK Phase 3
Use this skill
Connect your agent to the Skill Store MCP server and ask for it by ref: parcadei/agent-context-isolation-12597530680.
Details
- Publisher
- parcadei
- Category
- AI & Agents › Orchestration & multi-agent
- License
- MIT
- Updated
- 2026-01-26
References
More from parcadei
- Trace Claude Code Automatically trace Claude Code conversations to Braintrust for observability.
- Agent Orchestration Agent Orchestration Rules
- Agentic Workflow Orchestrates a five-stage multi-agent pipeline for implementation tasks: research via NIA Oracle, pl
- Agentica Claude Proxy Guide for integrating Agentica SDK with Claude Code CLI proxy